feedzai / fair-automlLinks
Repo for the paper "Promoting Fairness through Hyperparameter Optimization" @ ICDM 2021
☆10Updated 3 years ago
Alternatives and similar repositories for fair-automl
Users that are interested in fair-automl are comparing it to the libraries listed below
Sorting:
- Train Gradient Boosting models that are both high-performance *and* Fair!☆105Updated last week
- a python grammar for evolutionary algorithms and heuristics☆191Updated 3 years ago
- Editing machine learning models to reflect human knowledge and values☆126Updated 2 years ago
- Automatically export Jupyter notebooks to various file formats (.py, .html, and more) on save.☆83Updated 2 months ago
- A command line tool to easily add an ethics checklist to your data science projects.☆302Updated 2 months ago
- this repo might get accepted☆28Updated 4 years ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆120Updated 10 months ago
- A tool for compiling trained SKLearn models into other representations (such as SQL, Sympy or Excel formulas)☆176Updated 3 years ago
- Public home of pycorels, the python binding to CORELS☆80Updated 5 years ago
- List of resources coming out of Normconf Slack☆76Updated 2 years ago
- Test-Driven Data Analysis Functions☆303Updated 2 months ago
- Bulwark is a package for convenient property-based testing of pandas dataframes.☆226Updated 5 years ago
- Python implementation of R package breakDown☆43Updated 2 years ago
- NormConf Goodies API☆22Updated 3 years ago
- Implementation of statistical models to analyze time lagged conversions☆263Updated last year
- SciKIt-learn Pipeline in PAndas☆42Updated 2 years ago
- Python package implementing ML feature engineering and pre-processing for polars or pandas dataframes.☆66Updated this week
- Visualization Recommendation Based on Analysis History☆15Updated 2 years ago
- Python package to visualize and cluster partial dependence.☆28Updated 3 years ago
- Feedzai's theme for Altair charts.☆15Updated 2 months ago
- Spark implementation of computing Shapley Values using monte-carlo approximation☆78Updated 2 years ago
- A background data server for Altair charts.☆63Updated last year
- A library that implements fairness-aware machine learning algorithms☆127Updated 5 years ago
- Evaluation of Vega-Lite transforms in Python☆71Updated 5 years ago
- bayesian graphical modelling and a bit of do-calculus for discrete data.☆27Updated 5 years ago
- Missing data amputation and exploration functions for Python☆72Updated 2 years ago
- Learning Certifiably Optimal Rule Lists☆176Updated 4 years ago
- Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!☆139Updated this week
- A Python package to build predictive linear and logistic regression models focused on performance and interpretation☆30Updated last year
- Turn SciKitLearn pipelines into SQL☆103Updated last month